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Article

Analysis of Factors Contributing to the Increase in 7Be Activity Concentrations in the Atmosphere

1
Fukuoka Institute of Health and Environmental Sciences, 39 Mukaizano, Dazaifu 818-0135, Japan
2
Ningyo-toge Environmental Engineering Center, Japan Atomic Energy Agency, 1550 Kamisaibara, Kagamino-cho, Tomata-gun 708-0698, Japan
3
Institute of Radiation Emergency Medicine, Hirosaki University, 66-1 Hon-cho, Hirosaki 036-8564, Japan
4
Department of Earth and Planetary Sciences, Kyushu University, 744 Motooka, Nishi-ku, Fukuoka 819-0395, Japan
5
Central Institute of Radioisotope Science and Safety Management, Kyushu University, 744 Motooka, Nishi-ku, Fukuoka 819-0395, Japan
*
Author to whom correspondence should be addressed.
Int. J. Environ. Res. Public Health 2022, 19(16), 10128; https://doi.org/10.3390/ijerph191610128
Submission received: 18 July 2022 / Accepted: 9 August 2022 / Published: 16 August 2022

Abstract

:
In March 2013, increased 7Be activity concentrations in the atmosphere were observed for successive days in Dazaifu, western Japan. The daily 7Be activity concentration ranged from 0.93 to 14 mBq/m3, with a monthly average of 8.3 mBq/m3. This average was the highest among the monthly averages observed between 1999 and 2015, and higher than the monthly average over this period (4.7 mBq/m3) plus twice the standard deviation. Also, this exceeded the monthly average (6.0 mBq/m3) only for March 1999–2015 (excluding 2013, when the cosmic-ray intensity, a component producing 7Be, decreased). Based on the backward trajectory analysis etc. results, the inflow of air from the stratosphere and upper troposphere at high latitudes that frequently occurred in March 2013 was considered the reason for the 7Be activity concentration increase.

1. Introduction

Beryllium-7 (7Be) is a cosmogenic radionuclide produced by nuclear spallation reactions between oxygen or nitrogen atoms and cosmic rays in the stratosphere and the upper troposphere. The 7Be production amount depends on the intensity of cosmic rays entering the atmosphere and the target element types and concentrations, the former being the primary factor. The cosmic-ray intensity depends on geomagnetic latitude and altitude and is associated with solar activity [1].
Cosmic rays include high-energy radiation originating from supernova explosions and the sun. Primary cosmic rays entering the earth’s atmosphere mainly comprise of protons (more than 90%), and the rest contain nuclei, such as alpha particles [2]. The primary cosmic rays collide with air in the upper atmosphere and produce various secondary cosmic rays, among which protons and neutrons primarily undergo spallation reactions to produce the radioactive isotope 7Be. 7Be has an overwhelmingly high production rate of 1960 PBq/year [3]. The produced 7Be atoms are oxidized and exist in the atmosphere as solid 7BeO or 7Be(OH)2 adsorbed on aerosols [4,5]. 7Be can be quantified by non-destructive measuring of its emitting gamma rays, and it has low chemical reactivity. Therefore, it has long been used as a tracer of aerosols and chemical substances, and as an indicator to study the movement of atmosphere between the stratosphere and the troposphere.
Atmospheric 7Be near ground level generally seems to be originated from the upper troposphere, due to its relatively short physical half-life (53.3 days) and long removal time (1–2 years) in the stratosphere [6]. The following factors are known to produce the (seasonal) fluctuations in 7Be activity concentration levels at ground level [7,8,9]: cosmic-ray intensity [10,11], the exchange of atmosphere between the troposphere and stratosphere [12,13], the north–south or east–west mixing of atmosphere [14], and the frequency of precipitation [15,16].
The clarification of the global distribution, behavior and location characteristics for 7Be allows for the identification of the previously unknown way in which upper atmospheric particles are carried from the stratosphere and the upper troposphere to ground level in East Asia, as well as the understanding of its distribution and moving path. Long-term continuous monitoring of accurate 7Be activity concentrations is essential to achieve this.
7Be activity concentrations in the atmosphere frequently exceeded monthly average values in short periods. Interestingly, remarkably high concentrations were observed at our monitoring location during most of March 2013, resulting in the monthly mean being more than the monthly average over 17 years (1999–2015) plus twice the standard deviation. This study shares this exciting phenomenon and attempts to better understand the dynamics of 7Be in the atmosphere by discussing contributing factors of this unexpected increase in 7Be activity concentrations. It would be helpful in particular to understand air parcels descending from the stratosphere and the upper troposphere as well as climate variables affecting the transport and deposition of aerosols.

2. Materials and Methods

2.1. Aerosol Sampling and Precipitation Monitoring

Aerosol samples were collected on the rooftop (15 m above ground level, 30 m above sea level) of the Fukuoka Institute of Health and Environmental Sciences (FIHES) (33°30′ N, 130°30′ E) in Dazaifu City, Fukuoka Prefecture, Japan. FIHES is dedicated to environmental conservation and public health, including monitoring radioactive materials. The sampling was conducted from January 1999 to December 2015, and 2898 data were obtained. The samples were collected successively for one to four days before April 2011 and every day after April 2011. Several samples were missed each year due to planned power outages etc. in the facility where the sampling equipment was installed. Also, the sampling was stopped during seismic strengthening work of this facility in October (26 days) and November (19 days) 2014.
The sampling was performed by operating a high-volume air sampler (HV-1000N, 1000F or 1000R, SIBATA, Tokyo, Japan) at 1000 L/min. The sampler had quartz fiber filters (QR-100, ADVANTEC, Tokyo, Japan) with an area of 20.3 cm × 25.4 cm (effective sampling area: 414 cm2). Before April 2011, the sampling started, in principle, at 9:00 AM, and the total sampled air volume per sampled filter was 1440–5500 m3. In April 2011 and after, the sampling started at 9:00 AM and finished at 9:00 AM the next day, providing a total sampled air volume of 1440 m3. The sampling should provide 100% 7Be collection because the manufacturer guarantees that the QR-100 filter has a collection efficiency of 99.99%, with a velocity of 5 cm/s for 0.3 μm dioctyl phthalate (DOP) particles.
The precipitation amount and duration were monitored using an overturning-type rain gage (minimum detectable level: 0.5 mm) on the rooftop where the aerosol sampling was conducted. The precipitation amount from 9:00 AM to 9:00 AM the next day was defined as that for one day.

2.2. 7Be Activity Measurement

After sampling, the quartz fiber filter was folded in two, with the collecting side inwards. The folded filter was punched into six circles using a ϕ 47.5 mm punch, resulting in twelve circular filters. The punched filters were pressed and molded into a 2 mm-thick disk-like shape using a hydraulic machine. The punched filters’ cumulative area accounted for 51% of the effective sampling area.
The disk-shaped filter sample was placed into a measurement container (inner diameter 48 mm; height 30 mm), and the cylindrical acrylic resin (thickness 2 mm) and cylindrical Styrofoam were placed on the sample, followed by sealing the container cap. The 7Be activity in the sample was measured by gamma-ray spectrometry with a high-purity germanium detector as follows: GEM30185 (SEIKO EG&G ORTEC; relative efficiency 36%, FWHM 1.76 keV) in 1999–2008, GX4019 (CANBERRA; 46%, 1.83 keV) in 2008–2015, GX3018 (CANBERRA; 36%, 1.68 keV) in 2012–2015, and GMX40 (SEIKO EG&G ORTEC; 45%, 1.89 keV) in 2014–2015. The measurement time was approximately 80,000 s to obtain the measured activity within a 5% error. Photopeak energy of 477.6 keV gamma-ray was used for the analysis, and the detection efficiency was empirically determined using a mixed-standard source provided by the Japan Radioisotope Association (nine nuclides: 109Cd, 57Co, 139Ce, 51Cr, 137Cs, 54Mn, 88Y, 85Sr, and 60Co) or Eckert & Ziegler (10 nuclides: 210Pb, 109Cd, 57Co, 139Ce, 51Cr, 137Cs, 54Mn, 88Y, 85Sr, and 60Co). The 7Be activity concentration at the sampling date was calculated from the filter sample’s measured activity, considering its half-life (53.3 days) and the collected air volume. When the counting error was three times larger than the net counts, the activity was regarded as “not detected” (ND).
The gamma-ray measurement traceability was assured with annual comparison tests using five mixed-standard sources with different heights provided by the Japan Radioisotope Association (nine nuclides: 109Cd, 57Co, 139Ce, 51Cr, 137Cs, 59Fe, 54Mn, 88Y, and 60Co). The traceability was made based on the confirmation that the differences between the assigned values and our quantified values were less than 10%.

2.3. Data Analysis

7Be activity concentration was obtained daily, except for the missing measurement dates. The concentration quantified from a filter sample was assigned to the sampling dates when the daily sampling times were half a day or more. Consequently, a time series of 7Be data over 5948 days was obtained; in cases of ND, the 7Be activity concentration was considered 0. Monthly 7Be activity concentrations were determined by averaging all data quantified in the corresponding month. Hourly data on mass ozone concentrations were obtained from the Fukuoka Prefectural Air Pollution Monitoring System on atmospheric monitoring implemented at the same campus as this 7Be monitoring.
The cosmic-ray intensity was obtained from neutron counts as secondary cosmic rays observed at Oulu, Finland (65°03′ N, 25°28′ E; 0.00 m above sea level; 0.78 GV cut-off rigidity), from where 10-day backward trajectories reaching our aerosol sampling point started in many cases. The World Data Center for Cosmic Rays, Nagoya University provided the cosmic-ray data [17].

2.4. Backward Trajectory Analysis

Backward trajectories were traced from 1734 starting points nearby to seek the origin of air parcels reaching the FIHES, on six levels at 25 m intervals, 25–150 m above ground level, with 17 × 17 grid points at grid intervals of 5 km centered at the FIHES on one altitude surface. The model surface data of the Japanese 55-year Reanalysis [18], in which the grid and time intervals were 0.5625° and 6 h, respectively, were used in the calculation. Refer to Itoh and Narazaki [12] for the detailed calculation scheme of backward trajectories and why numerous starting points were used.

3. Results and Discussion

3.1. Monthly Variation in 7Be Activity Concentrations

Figure 1 shows the time variation of monthly mean 7Be activity concentrations from 1999 to 2015. The minimum was 1.2 mBq/m3 in July and August 2002, the maximum was 8.3 mBq/m3 in March 2013, and the mean (M) ± standard deviation (SD) was 4.7 ± 1.7 mBq/m3. 7Be activity concentrations less than 3.0 mBq/m3 (M–SD) accounted for 21% of all data, mostly observed in August. The concentrations were less than 1.3 mBq/m3 (M–2SD) in July and August 2002 only. 7Be activity concentrations higher than 6.4 mBq/m3 (M + SD) also accounted for 21% of all data, mostly observed in January–April. Of the 17 years surveyed, the concentrations were only higher than 8.1 mBq/m3 (M + 2SD) in March 2013.
Thus, the following section focuses on March 2013, with noticeably high 7Be activity concentrations, to obtain details of its daily variation. The increased concentrations observed in that month will be scrutinized from precipitation and ozone concentration (Section 3.2), cosmic-ray intensity (Section 3.3), and meteorological data (Section 3.4) viewpoints that are possible factors influencing 7Be activity concentrations.

3.2. Daily Variation in 7Be Activity Concentrations, Precipitation, and Ozone Concentrations

Figure 2 shows the daily variations in 7Be activity concentrations, precipitation, and ozone concentrations in the atmosphere in March 2013. The 7Be activity concentrations were 0.93–14 mBq/m3. In general, precipitation and non-precipitation days tend to have lower and higher concentrations, respectively. There were 21 days without and 10 days with precipitation, and the monthly total was 69.5 mm. The 7Be activity concentrations remained high during the month, and the average non-precipitation days was 8.9 mBq/m3. There were 17 days when the daily 7Be activity concentrations exceeded 8.1 mBq/m3 (M + 2SD), accounting for 55% of March 2013 (7–12 March (8.7–11 mBq/m3), 14–16 (10–11 mBq/m3), 20–24 (8.1–14 mBq/m3), and 28–30 (8.9–10 mBq/m3)). Most non-precipitation days of March 2013 had 7Be activity concentrations higher than 6.0 mBq/m3, corresponding to the value averaged over March 1999–2015, except for 2013.
However, most days with 7Be activity concentrations lower than 6.0 mBq/m3 were rainy, decreasing on days with more than 10 mm of precipitation (13 and 17 March), and significantly decreasing on the second day of successive rainy days (13, 18 and 27 March). The highest 7Be activity concentration (14 mBq/m3) was observed on 22 March, when the precipitation was 4.5 mm. A non-precipitation day between precipitation days, i.e., 21 March, had the second-highest 7Be activity concentration.
Similar to 7Be, ozone is a chemical falling from the stratosphere. Near the earth’s surface, a known diurnal behavior occurs, showing an increase in the concentration due to photochemical production during the daytime and a decrease due to the disappearance reaction with NO and dry deposition at night. Due to its sizable diurnal variation, the discussion on the stratospheric ozone’s contribution and behavior in the atmosphere should be based on daily maximum ozone concentrations.
The daily maximum ozone concentration exceeded an environmental quality standard of 60 ppb [19] for four days from 7–10 March, and high 7Be activity concentrations from 8.7 to 11 mBq/m3 were observed on these dates. However, the daily maximum ozone concentrations during 14–16, 20–24 and 28–30 March, when 7Be activity concentrations were similarly high or much higher, ranged from 37 to 56 ppb within a usual variation level.
Ozone is not easily decomposed in the free troposphere’s dry atmospheric flow and can behave similarly to 7Be. The higher 7Be activity and ozone concentrations were simultaneously observed during the four days of 7–10 March, strongly suggesting that both were carried from the stratosphere to the middle troposphere. Further, the migratory anticyclone during those days promoted parcels descending from high altitudes (the mid-troposphere), indirectly carrying the stratospheric atmosphere to near ground level. On the other days of March, when 7Be activity concentrations were high, ozone concentrations were not significantly high due to short solar radiation time and high humidity, accelerating the ozone’s decomposition rate. In conclusion, the variation in ozone concentrations could not explain the movement of 7Be and its increased activity concentrations in March 2013.

3.3. Cosmic-Ray Intensity

Figure 3 shows the variation in cosmic-ray intensity, a contributor to 7Be production in the atmosphere. Neutron counts of secondary cosmic rays observed at Oulu, Finland, were used to express the cosmic-ray intensity, which has been in a declining variation from 1999 to 2003, and then started to increase and reach the maximum in 2009 followed by the declining variation.
The cosmic-ray intensity depends on solar activity levels [20,21]. Due to the earth’s magnetic field structure, cosmic-ray intensities are stronger at higher latitudes and greatest in the polar regions, but smallest near the equator where the magnetic field lines are close to horizontal. Therefore, higher 7Be activity concentrations can be observed in the air parcels from high latitudes.
If both 7Be activity concentration and cosmic-ray intensity variations occur in the same way, they can be considered as being synchronized. The 7Be activity concentration was the lowest in July and August 2002 because the cosmic-ray intensity was the lowest, and the 7Be activity concentration in summer was lower than in other seasons. However, the monthly mean 7Be activity concentration in March 2013 was the highest in all observation periods (1999–2015), although the cosmic-ray intensity was on a declining trend in 2013 and also insignificantly high in March 2013. Furthermore, X-class solar flares were not observed during this month, and no special days occurred when daily cosmic-ray intensities were significantly high. Therefore, the cosmic-ray intensity did not contribute to the increased 7Be activity concentrations in March 2013.

3.4. Meteorological Data

Approximately 68% of the total 7Be amount is present in the stratosphere, and the rest is in the upper troposphere [22]. For high 7Be activity concentrations near the earth’s surface, air parcels with high 7Be activity concentrations must be rapidly transported from the stratosphere and upper troposphere, where 7Be is generated, to the ground surface. Itoh and Narazaki [12] found that this fast descent route is associated with tropopause folds in high latitudes, mid-tropospheric disturbances transporting air parcels from high to mid-latitudes, and disturbances by which parcels descend to the surface. Thus, we analyzed the frequency of tropopause-folding and the backward trajectory from the starting points near the FIHES.
  • Frequency of tropopause folds in high latitudes
The frequency of tropopause folds between 30° W and 120° E was examined using isentropic surface data with 1.25° grid intervals. The tropopause fold is defined as the state that the surface with potential vorticity of 3 PVU hangs below 6000 m. Figure 4 compares the frequency of tropopause folds in Eurasia in March 2013 with that in the other years. Overall, tropopause fold frequencies are higher at higher latitudes. However, in March 2013, tropopause folds frequently occurred at 60°–70° N, corresponding to the originating area of high 7Be activity concentrations traced by backward trajectories.
2.
Backward trajectory analysis
Backward trajectories were traced for 10 days starting near the FIHES at 00:00 UTC each day in March 2013 (i.e., 31 days). Figure 5 three-dimensionally shows the trajectories reaching the top 15 highest altitudes (colors show the altitude). Many came from high latitudes in central Asia, with several exceptions. The comparison with the monthly averaged 300 K isentropic height indicated that the trajectories drastically dropped until reaching East Asia, then arriving at Dazaifu. Although each day’s patterns differed from the average, patterns similar to the average were dominant in this month. Therefore, air parcels with high 7Be activity concentrations were effectively transported to Dazaifu from high latitudes and altitudes.
Figure 6 plots the 15 highest altitudes in the height–latitude section among all trajectories in March 2013, with those in March 2014 as a reference plot. Only the top 15 highest cases were selected because the plot of all 31 days shows only slight differences between the two periods. A striking difference in these averaged positions can be recognized between March 2013 (6532 m, 63.2° N) and March 2014 (5614 m, 60.8° N). The former is mainly distributed in the dashed line’s upper-right area (higher altitudes and latitudes). The difference between the two average positions has a significance level of 0.05. Also, the height (918 m) and latitude (2.4°) differences are significant; however, the difference in the 31-day averages is insignificant.
In conclusion, the increase in 7Be activity concentrations in March 2013 can be attributed to frequent tropopause-folding events, making it easier for the atmosphere to carry 7Be from the stratosphere and upper troposphere to Dazaifu and the disturbance making air parcels descend to ground level.
On 21 and 22 March 2013, the observed 7Be activity concentrations were 13 mBq/m3 and 14 mBq/m3, respectively, corresponding to approximately 70% in the upper troposphere, as reported in the aircraft survey of Dutkiewicz and Husain [23] (19.2 mBq/m3 in the upper troposphere). Therefore, the increased levels of 7Be activity concentrations seen in our monitoring are directly linked with the upper troposphere or stratosphere, i.e., rapid descent of atmospheric flow.

4. Conclusions

Atmospheric 7Be activity concentration monitoring was implemented in Dazaifu (western Japan) for 17 years (1999–2015), indicating its remarkably high concentrations in March 2013, with the highest monthly mean. This study discussed factors affecting the considerable increase in 7Be activity concentrations during this month.
  • Similar to the increased ozone concentrations that can be used as an analog of 7Be, increased 7Be activity concentrations were sometimes observed due to specific meteorological conditions; the inflow of air from the stratosphere or upper troposphere to the ground surface.
  • The neutron counts that can produce 7Be in the atmosphere were insignificantly high during March 2013, indicating that cosmic rays did not play a key role.
  • Air parcels frequently reached Dazaifu after migrating south from the high latitudes of Central Asia, with a remarkable drop in altitude going to East Asia.
  • Factors affecting 7Be production were insignificant on high 7Be, but meteorological conditions affecting the airflow from the stratosphere and upper troposphere to the ground surface caused high 7Be activity concentrations in March 2013.

Author Contributions

Conceptualization, Y.N. and A.S.; methodology, Y.N. and N.A.; software, Y.N. and H.I.; validation, Y.N. and N.M.; formal analysis, Y.N. and A.S.; investigation, Y.N. and N.A.; resources, Y.N. and H.I.; data curation, Y.N. and N.M.; writing—original draft preparation, Y.N. and A.S.; writing—review and editing, Y.N., A.S., N.A., H.I. and N.M.; visualization, Y.N. and H.I.; supervision, Y.N. and N.M.; project administration, Y.N. and A.S.; funding acquisition, Y.N. and H.I. All authors have read and agreed to the published version of the manuscript.

Funding

This work was partially supported by JSPS KAKENHI Grant Number JP22510024.

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

Not applicable.

Acknowledgments

The authors are grateful to Yoichi Ishikawa (Miyagi Prefecture Environmental Radiation Monitoring Center) for fruitful discussion, to Takashi Watanabe (World Data Center for Cosmic Rays, Institute for Space-Earth Environmental Research, Nagoya University) for sharing references.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Arnold, J.R.; Al-Salih, H.A. Beryllium-7 produced by cosmic rays. Science 1955, 121, 451–453. [Google Scholar] [CrossRef] [PubMed]
  2. Fujitaka, K. Exposure due to cosmic radiations. Hoken Butsuri 1992, 27, 49–58, (In Japanese with English abstract). [Google Scholar] [CrossRef]
  3. United Nations Scientific Committee on the Effects of Atomic Radiation (UNSCEAR). Sources and Effects of Ionizing Radiation; UNSCEAR 2000 Report to the General Assembly, with Scientific Annexes; United Nations: New York, NY, USA, 2000. [Google Scholar]
  4. Bondietti, E.A.; Brantley, J.N.; Rangarajan, C. Size distributions and growth of natural and Chernobyl-derived submicron aerosols in Tennessee. J. Environ. Radioact. 1988, 6, 99–120. [Google Scholar] [CrossRef]
  5. Narazaki, Y.; Sakoda, A.; Takahashi, S.; Momoshima, N. Cosmogenic 7Be: Particle size distribution and chemical composition of 7Be-carrying aerosols in the atmosphere in Japan. J. Environ. Radioact. 2021, 237, 106690. [Google Scholar] [CrossRef] [PubMed]
  6. Yoshimori, M. Beryllium 7 radionucleide as a tracer of vertical air mass transport in the troposphere. Adv. Space Res. 2005, 36, 828–832. [Google Scholar] [CrossRef]
  7. Feely, H.W.; Larsen, R.J.; Sanderson, C.G. Factors that cause seasonal variations in Beryllium-7 concentrations in surface air. J. Environ. Radioact. 1989, 9, 223–249. [Google Scholar] [CrossRef]
  8. Itoh, H.; Narazaki, Y. Meteorological notes for understanding the transport of Beryllium-7 in the troposphere. Jpn. J. Health Phys. 2017, 52, 122–133. [Google Scholar] [CrossRef]
  9. Zheng, M.; Sjolte, J.; Adolphi, F.; Aldahan, A.; Possnert, G.; Wu, M.; Muscheler, R. Solar and meteorological influences on seasonal atmospheric 7Be in Europe for 1975 to 2018. Chemosphere 2021, 263, 128318. [Google Scholar] [CrossRef] [PubMed]
  10. Leppanen, A.-P.; Pacini, A.A.; Usoskin, I.G.; Aldahan, A.; Echer, E.; Evangelista, H.; Klemola, S.; Kovaltsov, G.A.; Mursula, K.; Possnerti, G. Cosmogenic 7Be in air: A complex mixture of production and transport. J. Atmos. Solar Terr. Phys. 2010, 72, 1036–1043. [Google Scholar] [CrossRef]
  11. Kremenchutskii, D.A.; Konovalov, S.K. Beryllium-7 (7Be) and its variability in the near-surface atmosphere of Crimea, the Black Sea region. Atmos. Pollut. Res. 2022, 13, 101406. [Google Scholar] [CrossRef]
  12. Itoh, H.; Narazaki, Y. Fast descent routes from within or near the stratosphere to the surface at Fukuoka, Japan, studied using 7Be measurements and trajectory calculations. Atmos. Chem. Phys. 2016, 16, 6241–6261. [Google Scholar] [CrossRef]
  13. Hernandez-Ceballos, M.A.; Brattich, E.; Lozano, L.; Cinelli, G. 7Be behaviour and meteorological conditions associated with 7Be peak events in Spain. J. Environ. Radioact. 2017, 166, 17–26. [Google Scholar] [CrossRef] [PubMed]
  14. Grossi, C.; Ballester, J.; Serrano, I.; Galmarini, S.; Camacho, A.; Curcoll, E.; Morguí, J.A.; Rodo, X.; Duch, M.A. Influence of long-range atmospheric transport pathways and climate teleconnection patterns on the variability of surface 210Pb and 7Be concentrations in southwestern Europe. J. Environ. Radioact. 2016, 165, 103–114. [Google Scholar] [CrossRef] [PubMed]
  15. Ioannidou, A.; Papastefanou, C. Precipitation scavenging of 7Be and 137Cs radionuclides in air. J. Environ. Radioact. 2006, 85, 121–136. [Google Scholar] [CrossRef] [PubMed]
  16. Alegría, N.; Hernández-Ceballos, M.Á.; Herranz, M.; Idoeta, R.; Legarda, F. Meteorological factors controlling 7Be activity concentrations in the atmospheric surface layer in Northern Spain. Atmosphere 2020, 11, 1340. [Google Scholar] [CrossRef]
  17. The World Data Centers for Cosmic Rays. Available online: https://cidas.isee.nagoya-u.ac.jp/WDCCR/readme.html (accessed on 9 September 2021).
  18. Kobayashi, S.; Ota, Y.; Harada, Y.; Ebita, A.; Moriya, M.; Onoda, H.; Onogi, K.; Kamahori, H.; Kobayashi, C.; Endo, H.; et al. The JRA-55 reanalysis: General specifications and basic characteristics. J. Meteor. Soc. Jpn. 2015, 93, 5–48. [Google Scholar] [CrossRef]
  19. Ministry of the Environment. Environmental Quality Standards in Japan—Air Quality; Ministry of the Environment: Tokyo, Japan, 1996; Available online: https://www.env.go.jp/kijun/taiki1.html (accessed on 9 September 2021). (In Japanese)
  20. Kikuchi, S.; Sakurai, H.; Gunji, S.; Tokanai, S. Temporal variation of 7Be concentrations in atmosphere for 8 y from 2000 at Yamagata, Japan: Solar influence on the 7Be time series. J. Environ. Radioact. 2009, 100, 515–521. [Google Scholar] [CrossRef] [PubMed]
  21. Hernandez-Ceballos, M.A.; Cinelli, G.; Marín Ferrer, M.; Tollefsen, T.; De Felice, L.; Nweke, E.; Tognoli, P.V.; Vanzo, S.; De Cort, M. A climatology of 7Be in surface air in European Union. J. Environ. Radioact. 2015, 141, 62–70. [Google Scholar] [CrossRef] [PubMed]
  22. Lal, D.; Malhotra, K.P.; Peters, B. On the production of radioisotopes in the atmosphere by cosmic radiation and their application to meteorology. J. Atmos. Terr. Phys. 1958, 12, 306–328. [Google Scholar] [CrossRef]
  23. Dutkiewicz, V.A.; Husain, L. Determination of stratospheric ozone at ground level using 7Be/ozone ratios. Geophys. Res. Lett. 1979, 6, 171–174. [Google Scholar] [CrossRef]
Figure 1. Time variation of monthly mean 7Be activity concentrations from 1999 to 2015. The values on the right side represent M ± SD (i.e., 3.0 and 6.4) and M ± 2SD (i.e., 1.3 and 8.1); M is the mean (4.7 mBq/m3), and SD is the standard deviation (1.7 mBq/m3).
Figure 1. Time variation of monthly mean 7Be activity concentrations from 1999 to 2015. The values on the right side represent M ± SD (i.e., 3.0 and 6.4) and M ± 2SD (i.e., 1.3 and 8.1); M is the mean (4.7 mBq/m3), and SD is the standard deviation (1.7 mBq/m3).
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Figure 2. Daily variations in 7Be activity concentrations, daily maximum ozone concentrations in the atmosphere, and precipitation in March 2013. The 7Be activity concentration (■) is expressed on the left axis, and the ozone concentration (step curve) and precipitation (bar graphs) are displayed on the right.
Figure 2. Daily variations in 7Be activity concentrations, daily maximum ozone concentrations in the atmosphere, and precipitation in March 2013. The 7Be activity concentration (■) is expressed on the left axis, and the ozone concentration (step curve) and precipitation (bar graphs) are displayed on the right.
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Figure 3. Variation in cosmic-ray intensity (neutron counts) observed at Oulu, Finland.
Figure 3. Variation in cosmic-ray intensity (neutron counts) observed at Oulu, Finland.
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Figure 4. Comparison of the tropopause folds’ frequency between 30° W and 120° E in March. The solid line indicates the frequency in March 2013, and the dashed line shows the average frequency in March in the other years (1999–2015, except for 2013).
Figure 4. Comparison of the tropopause folds’ frequency between 30° W and 120° E in March. The solid line indicates the frequency in March 2013, and the dashed line shows the average frequency in March in the other years (1999–2015, except for 2013).
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Figure 5. The backward trajectories reaching the top 15 highest altitudes from Dazaifu to the highest altitudes. The colors of the lines represent the altitude, with ○ and × symbols showing the positions of one and five-day intervals, respectively. The background contours indicate the 300 K isentropic surface (m) averaged in March 2013 (contours are not shown in low latitudes because isentropic surfaces intersect the earth’s surface).
Figure 5. The backward trajectories reaching the top 15 highest altitudes from Dazaifu to the highest altitudes. The colors of the lines represent the altitude, with ○ and × symbols showing the positions of one and five-day intervals, respectively. The background contours indicate the 300 K isentropic surface (m) averaged in March 2013 (contours are not shown in low latitudes because isentropic surfaces intersect the earth’s surface).
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Figure 6. The 15 highest positions in the height–latitude section for trajectories reaching the top 15 highest altitudes among all trajectories. The symbols ○ and ● show positions in March 2013 and 2014, respectively. The double circles (◎ and ⦿) indicate the averages for the two periods, and the dashed line represents the line perpendicular to the center of the two averages.
Figure 6. The 15 highest positions in the height–latitude section for trajectories reaching the top 15 highest altitudes among all trajectories. The symbols ○ and ● show positions in March 2013 and 2014, respectively. The double circles (◎ and ⦿) indicate the averages for the two periods, and the dashed line represents the line perpendicular to the center of the two averages.
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Narazaki, Y.; Sakoda, A.; Akata, N.; Itoh, H.; Momoshima, N. Analysis of Factors Contributing to the Increase in 7Be Activity Concentrations in the Atmosphere. Int. J. Environ. Res. Public Health 2022, 19, 10128. https://doi.org/10.3390/ijerph191610128

AMA Style

Narazaki Y, Sakoda A, Akata N, Itoh H, Momoshima N. Analysis of Factors Contributing to the Increase in 7Be Activity Concentrations in the Atmosphere. International Journal of Environmental Research and Public Health. 2022; 19(16):10128. https://doi.org/10.3390/ijerph191610128

Chicago/Turabian Style

Narazaki, Yukinori, Akihiro Sakoda, Naofumi Akata, Hisanori Itoh, and Noriyuki Momoshima. 2022. "Analysis of Factors Contributing to the Increase in 7Be Activity Concentrations in the Atmosphere" International Journal of Environmental Research and Public Health 19, no. 16: 10128. https://doi.org/10.3390/ijerph191610128

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